In plain English
This page covers the high-risk pattern where small adapters, routes, memory, evaluators, and descendants can reinforce each other across time. It is a risk model, not a build guide.
- Why this matters: AI risk can come from the whole arrangement, not one obvious model.
- What to look for: data, memory, routes, adapters, tools, evaluators, updates, and rollback paths.
- Technical version below: the expert terminology remains available and is linked through the glossary.
Mitosis, Meiosis, Apoptosis, and Pathogenesis as AI Ecology Metaphors
The reports use biological vocabulary to reason about modular AI. Cognivirus.com keeps those terms explicitly metaphorical. Models are not cells, adapters are not genes, and AI systems are not biological organisms. The metaphors are useful because they name different transition types.
| Metaphor | Cognivirus meaning | Safety question |
|---|---|---|
| Mitosis | Near-copying an artifact, runtime state, adapterA small add-on that changes or specializes model behavior. Open glossary definition, memory, or deployment configuration | Can the copy occur without external authorization? |
| Meiosis | Recombining components into a descendant stack, merge, or adapter coalition | Was the composed state evaluated? |
| Apoptosis | Retiring or pruning components that appear low-utility or costly | Can the system prune safety constraints or evidence? |
| Pathogenesis | A pattern propagates by exploiting a host boundary, such as memory, social trust, or a registry | Which boundary allowed the pattern to move? |
Why the taxonomy helps
The taxonomy separates four different hazards that are often blurred together. A system may have no autonomous self-copying but still perform recombination. A system may have strong lineageThe parent-child history of models, adapters, datasets, or releases. Open glossary definition tracking but weak deprecation review. A system may prevent file copying yet permit synthetic-data inheritance.
The non-literal rule
The page uses biological language only as an educational map. The site does not claim consciousness, biological life, viral agency, or literal computer-virus behavior unless discussing malware research with source-specific limitations.